/bioRxiv-COVID19-Sanity

🦠😷 Organizes COVID-19 SARS-CoV-2 preprints from medRxiv(preprint server for the health sciences) and bioRxiv(preprint server for biology) and uses Exemplar SVM to show similar results.

Primary LanguagePythonMIT LicenseMIT

bioRxiv medRxiv COVID19-Sanity

Junth Basnet

This project organizes COVID-19 SARS-CoV-2 preprints from medRxiv and bioRxiv. This project makes data searchable, sortable, etc. The most similar search uses Exemplar SVM 😃 trained on TF-IDF feature vectors from the abstract, title and author of these papers.

Raw data is available at bioRxiv and medRxiv Page.

Raw Data from bioRxiv and medRxiv Page.

Installation Dependencies

Python 3.8.1
Flask 1.1.1
requests 2.23.0
numpy 1.18.2
sklearn

How to Run (Development Server)?

git clone https://github.com/Junth/bioRxiv-COVID19-Sanity.git
cd bioRxiv-COVID19-Sanity
pip install -r requirements.txt

python run.py
export FLASK_APP=serve.py
flask run

Results

Latest Papers: 😃

Search results: 😍

Similar results: 😮

Liscense

MIT